2012 Third International Conference on Emerging Applications of Information Technology最新文献_第4页

Single document extractive text summarization using Genetic Algorithms 基于遗传算法的单文档提取文本摘要

2012 Third International Conference on Emerging Applications of Information Technology Pub Date : 2012-11-01 DOI: 10.1109/EAIT.2012.6407852

N. Chatterjee, A. Mittal, S. Goyal

引用次数: 27

Automated detection of air embolism in OCT contrast imaging: Anisotropic diffusion and active contour based approach OCT对比成像中空气栓塞的自动检测:各向异性扩散和基于主动轮廓的方法

2012 Third International Conference on Emerging Applications of Information Technology Pub Date : 2012-11-01 DOI: 10.1109/EAIT.2012.6407874

K. Basak, R. Patra, M. Manjunatha, P. Dutta

{"title":"Automated detection of air embolism in OCT contrast imaging: Anisotropic diffusion and active contour based approach","authors":"K. Basak, R. Patra, M. Manjunatha, P. Dutta","doi":"10.1109/EAIT.2012.6407874","DOIUrl":"https://doi.org/10.1109/EAIT.2012.6407874","url":null,"abstract":"Embolism can be a cause of life threatening situation for which early detection and diagnosis is of major importance. This work describes an automatic approach for air embolism detection and measurement of different morphological features of the embolus using OCT contrast imaging technique. Firstly, the channel has been segmented through morphological processing. Manually selecting the initial contour for active contour (AC) technique is time consuming. To overcome this, anisotropic diffusion (AD) is implemented to automatically select the initial contour prior to AC. A snake based AC is executed to segment out the embolus. The proposed emboli segmentation mechanism has been compared with other segmentation techniques and it has been observed that it can efficiently extract the embolus with high segmentation accuracy (92%-94%) and reduced computational time. Different morphological descriptors showing the shape properties of the embolus have been computed to perform the shape analysis of it and measuring the criticality of the blockage area. It has been experimented that this method can also track multiple emboli flowing through the microchannel, thereby facilitating the study of contrast imaging in air embolism detection.","PeriodicalId":194103,"journal":{"name":"2012 Third International Conference on Emerging Applications of Information Technology","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116456635","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4

Computer-assisted approach to anemic erythrocyte classification using blood pathological information 利用血液病理信息进行贫血红细胞分类的计算机辅助方法

2012 Third International Conference on Emerging Applications of Information Technology Pub Date : 2012-11-01 DOI: 10.1109/EAIT.2012.6407875

M. Maity, P. Sarkar, C. Chakraborty

{"title":"Computer-assisted approach to anemic erythrocyte classification using blood pathological information","authors":"M. Maity, P. Sarkar, C. Chakraborty","doi":"10.1109/EAIT.2012.6407875","DOIUrl":"https://doi.org/10.1109/EAIT.2012.6407875","url":null,"abstract":"Pathological blood test is one of the most important key issues in medical field prior to disease diagnosis. The aim of this paper is to design and develop a standalone application for the purpose of both acquisition and management of patient blood pathological information and generate automated anemia diagnosis report using computer vision approach. The developed system can be deployed in any pathological laboratory to help pathologist by giving support of automated anemia diagnosis and computerized report generation. Advanced image processing algorithm and data mining approach have been used to analysis patient medical information. The pathological data analysis module can process the blood test result to detect anemia type in blood. The image analysis module can identify the abnormal erythrocytes in the smear images using shape based classification. A total number of 38 shape features are extracted from each erythrocyte. Moreover, the supervised decision tree classifier C4.5 is used to classify image samples with sensitivity of 98.1% and specificity of 99.6%. The proposed system will record patient medical information like clinical data, blood test data, and microscopic smear images. Java swing, ImageJ, Weka, Java cryptography extension etc. libraries have been used to develop different applications module of the proposed system.","PeriodicalId":194103,"journal":{"name":"2012 Third International Conference on Emerging Applications of Information Technology","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133400113","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 12

A novel approach to nose-tip and eye corners detection using H-K curvature analysis in case of 3D images 基于H-K曲率分析的三维图像鼻尖和眼角检测新方法

2012 Third International Conference on Emerging Applications of Information Technology Pub Date : 2012-11-01 DOI: 10.1109/EAIT.2012.6407931

P. Bagchi, D. Bhattacharjee, M. Nasipuri, D. K. Basu

引用次数: 14

An improved certified email protocol using an offline TTP 使用离线TTP的改进的认证电子邮件协议

2012 Third International Conference on Emerging Applications of Information Technology Pub Date : 2012-11-01 DOI: 10.1109/EAIT.2012.6407993

R. Mukherjee, A. Dutta

引用次数: 1

Cancer classification through feature selection and transductive SVM using gene microarray data 基于基因微阵列数据的特征选择和转导支持向量机的癌症分类

2012 Third International Conference on Emerging Applications of Information Technology Pub Date : 2012-11-01 DOI: 10.1109/EAIT.2012.6407866

Debasis Chakraborty, Shibu Das

引用次数: 3

Information system analysis for monitoring of air quality in peri-urban Howrah 豪拉城郊空气质量监测信息系统分析

2012 Third International Conference on Emerging Applications of Information Technology Pub Date : 2012-11-01 DOI: 10.1109/EAIT.2012.6407906

S. Roy, A. Mukherjee

引用次数: 3

A real time cough monitor for classification of various pulmonary diseases 一种用于各种肺部疾病分类的实时咳嗽监测仪

2012 Third International Conference on Emerging Applications of Information Technology Pub Date : 2012-11-01 DOI: 10.1109/EAIT.2012.6407872

S. Ranjani, V. Santhiya, A. Jayapreetha

引用次数: 9

A (n, n) secret image sharing scheme based on array scrambling 一种基于阵列置乱的(n, n)秘密图像共享方案

2012 Third International Conference on Emerging Applications of Information Technology Pub Date : 2012-11-01 DOI: 10.1109/EAIT.2012.6407925

T. Bhattacharjee, J. Singh, S. Bhattacharya

引用次数: 0

Improving the Locality Preserving Projection for dimensionality reduction 改进保局域投影降维方法

2012 Third International Conference on Emerging Applications of Information Technology Pub Date : 2012-11-01 DOI: 10.1109/EAIT.2012.6407886

G. Shikkenawis, S. K. Mitra

引用次数: 15